First Response Time (FRT)
FRT is the time from when a customer submits a ticket to when they receive the first meaningful response. The customer-facing speed metric.
First Response Time (FRT) is the time from a customer's ticket submission to the first meaningful response they receive. It's the customer-facing speed metric, what the customer judges urgency by, regardless of how long the agent then spends on resolution.
FRT measures how quickly a customer is acknowledged, not how quickly the issue is fixed, so it is usually reported alongside resolution time. Automated acknowledgements are often excluded because they do not move the issue forward. Customers' expectations vary by channel, with chat and phone expected to be near-immediate and email allowing longer, so teams typically set FRT targets per channel and per priority in their service level agreements.
In context
FRT improves through three mechanisms: auto-acknowledged tickets receive an intelligent first response (not just a templated 'we got your message'), the intelligent first response resolves a meaningful share of the ticket inline, and the agent picking up the assisted ticket sees full context rather than only the customer's message.
Zendesk's published 2026 CX Trends data: AI summarization cuts escalation handle time 35-45%, which compounds into FRT improvement for the next-customer-in-queue. The Auralis cohort: first response in under 30 seconds.
FRT is the metric that customers actually feel. A 30-second FRT vs. a 2-minute FRT changes the perception of the entire support experience, even when AHT is identical.
How Auralis uses First Response Time (FRT)
Auralis Assist drives the FRT lift across the cohort. The first-response generation is grounded in retrieved KB context and the customer's ticket history, so the first message moves the resolution forward.